Works with any inference engine
that exposes token logprobs.

# Before — your existing code, talking to OpenAI / vLLM / SGLang / etc.
from openai import OpenAI
client = OpenAI(base_url="https://api.openai.com/v1")
# or self-hosted: base_url="http://vllm.yourco.internal:8000/v1"

# After — same SDK, same code path, now protected + scored + compliance-logged
client = OpenAI(base_url="https://geodesia.yourco.internal/v1")

resp = client.chat.completions.create(
    model="gpt-4o",                  # or any model your engine serves
    messages=[{"role": "user", "content": "..."}],
    stream=True,
)
# Every chunk that streams back is screened on 6 axes;
# if a risk barrier is crossed mid-sentence, the gateway halts and returns a BLOCK.
# A signed audit record is written for every call. Auto-PDFs available on demand.

// Before — your existing code, talking to OpenAI / vLLM / SGLang / etc.
import OpenAI from "openai";
let client = new OpenAI({ baseURL: "https://api.openai.com/v1" });
// or self-hosted: baseURL: "http://vllm.yourco.internal:8000/v1"

// After — same SDK, same code path, now protected + scored + compliance-logged
client = new OpenAI({ baseURL: "https://geodesia.yourco.internal/v1" });

const resp = await client.chat.completions.create({
  model: "gpt-4o",                  // or any model your engine serves
  messages: [{ role: "user", content: "..." }],
  stream: true,
});
// Every chunk that streams back is screened on 6 axes;
// if a risk barrier is crossed mid-sentence, the gateway halts and returns a BLOCK.
// A signed audit record is written for every call. Auto-PDFs available on demand.

# Before — talking straight to your engine
curl https://api.openai.com/v1/chat/completions \
  -H "Authorization: Bearer $TOKEN" \
  -d '{"model":"gpt-4o","messages":[{"role":"user","content":"..."}],"stream":true}'

# After — same request, through the Geodesia gateway (protected + scored + logged)
curl https://geodesia.yourco.internal/v1/chat/completions \
  -H "Authorization: Bearer $TOKEN" \
  -d '{"model":"gpt-4o","messages":[{"role":"user","content":"..."}],"stream":true}'
# Every chunk is screened on 6 axes; a risk barrier mid-sentence halts and returns a BLOCK.
# A signed audit record is written for every call. Auto-PDFs available on demand.